Social network evolution analysis based on graph entropy - Details

Author：

Guo, Rui (Guo, Rui.) | Zhong, Ning (Zhong, Ning.) | Li, Wen-Bin (Li, Wen-Bin.)

Indexed by：

EI Scopus PKU CSCD

Abstract：

The　order　of　networks　in　evolution　is　described　by　graph　entropy.　And　the　different　evolution　tendencies　of　connectivity　entropy　and　centrality　entropy　are　discussed.　The　different　evolution　tendencies　reflect　one　characteristics　of　social　networks　inconsistency　of　multiscale.　Then,　the　important　nodes　in　networks　are　detected　by　entropy　participation　ratio.　Finally,　the　reason　of　the　distinct　tendencies　of　global　property　and　local　property　is　shown　in　theory.

Keyword：

Social networking (online) Entropy Graph structures

Author Community：

[ 1 ] [Guo, Rui]International WIC Institute, Beijing University of Technology, Beijing 100022, China
[ 2 ] [Guo, Rui]Department of Biological Information, Maebashi Institute of Technology, Maebashi-City, Japan 371-0816, Japan
[ 3 ] [Zhong, Ning]International WIC Institute, Beijing University of Technology, Beijing 100022, China
[ 4 ] [Zhong, Ning]Department of Biological Information, Maebashi Institute of Technology, Maebashi-City, Japan 371-0816, Japan
[ 5 ] [Li, Wen-Bin]School of Information Engineering, Shijiazhuang University of Economics, Shijiazhuang 050031, China